FIT Profiler Report

Action                             	|  Mean duration (s)	|Num calls      	|  Total time (s) 	|  Percentage %   	|
--------------------------------------------------------------------------------------------------------------------------------------
Total                              	|  -              	|_              	|  441.72         	|  100 %          	|
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run_training_epoch                 	|  6.6281         	|63             	|  417.57         	|  94.532         	|
run_training_batch                 	|  0.26546        	|1000           	|  265.46         	|  60.096         	|
optimizer_step_with_closure_0      	|  0.2617         	|1000           	|  261.7          	|  59.246         	|
training_step_and_backward         	|  0.19544        	|1000           	|  195.44         	|  44.245         	|
model_forward                      	|  0.10352        	|1000           	|  103.52         	|  23.437         	|
training_step                      	|  0.10334        	|1000           	|  103.34         	|  23.395         	|
backward                           	|  0.09034        	|1000           	|  90.34          	|  20.452         	|
get_train_batch                    	|  0.027477       	|1063           	|  29.208         	|  6.6123         	|
fetch_next_train_batch             	|  0.027453       	|1063           	|  29.183         	|  6.6066         	|
on_train_batch_end                 	|  0.0021252      	|1000           	|  2.1252         	|  0.48112        	|
zero_grad                          	|  0.0015425      	|1000           	|  1.5425         	|  0.3492         	|
training_batch_to_device           	|  0.00026003     	|1000           	|  0.26003        	|  0.058867       	|
on_train_batch_start               	|  0.00011128     	|1000           	|  0.11128        	|  0.025192       	|
on_train_end                       	|  0.053547       	|1              	|  0.053547       	|  0.012122       	|
on_after_backward                  	|  2.3499e-05     	|1000           	|  0.023499       	|  0.0053198      	|
on_train_epoch_start               	|  0.0003705      	|63             	|  0.023342       	|  0.0052842      	|
on_train_epoch_end                 	|  0.00035943     	|63             	|  0.022644       	|  0.0051263      	|
on_batch_start                     	|  2.2591e-05     	|1000           	|  0.022591       	|  0.0051142      	|
on_pretrain_routine_start          	|  0.022357       	|1              	|  0.022357       	|  0.0050613      	|
on_before_zero_grad                	|  1.7254e-05     	|1000           	|  0.017254       	|  0.003906       	|
on_batch_end                       	|  1.5767e-05     	|1000           	|  0.015767       	|  0.0035695      	|
on_before_backward                 	|  1.3068e-05     	|1000           	|  0.013068       	|  0.0029585      	|
on_before_optimizer_step           	|  1.2413e-05     	|1000           	|  0.012413       	|  0.0028101      	|
configure_optimizers               	|  0.010399       	|1              	|  0.010399       	|  0.0023542      	|
training_step_end                  	|  6.8847e-06     	|1000           	|  0.0068847      	|  0.0015586      	|
on_train_start                     	|  0.0015739      	|1              	|  0.0015739      	|  0.00035631     	|
on_epoch_end                       	|  1.2327e-05     	|63             	|  0.00077659     	|  0.00017581     	|
on_epoch_start                     	|  1.1483e-05     	|63             	|  0.0007234      	|  0.00016377     	|
on_fit_start                       	|  3.852e-05      	|1              	|  3.852e-05      	|  8.7203e-06     	|
on_fit_end                         	|  2.9899e-05     	|1              	|  2.9899e-05     	|  6.7688e-06     	|
setup                              	|  2.4598e-05     	|1              	|  2.4598e-05     	|  5.5687e-06     	|
on_configure_sharded_model         	|  2.237e-05      	|1              	|  2.237e-05      	|  5.0644e-06     	|
on_before_accelerator_backend_setup	|  1.9958e-05     	|1              	|  1.9958e-05     	|  4.5183e-06     	|
on_pretrain_routine_end            	|  1.6306e-05     	|1              	|  1.6306e-05     	|  3.6914e-06     	|
teardown                           	|  1.5497e-05     	|1              	|  1.5497e-05     	|  3.5084e-06     	|
configure_sharded_model            	|  9.9093e-06     	|1              	|  9.9093e-06     	|  2.2433e-06     	|
on_train_dataloader                	|  9.2126e-06     	|1              	|  9.2126e-06     	|  2.0856e-06     	|
on_val_dataloader                  	|  9.0357e-06     	|1              	|  9.0357e-06     	|  2.0456e-06     	|
prepare_data                       	|  8.5197e-06     	|1              	|  8.5197e-06     	|  1.9288e-06     	|
configure_callbacks                	|  7.7002e-06     	|1              	|  7.7002e-06     	|  1.7432e-06     	|
